Screen LibraryArtificial intelligence programming with Python : from zero to hero /
A hands-on roadmap to using Python for artificial intelligence programming In Practical Artificial Intelligence Programming with Python: From Zero to Hero, veteran educator and photophysicist Dr. Perry Xiao delivers a thorough introduction to one of the most exciting areas of computer science in mod...
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| Main Authors: | |
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| Published: |
John Wiley & Sons, Inc.,
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| Publisher Address: | Hoboken, New Jersey : |
| Publication Dates: | [2022] |
| Literature type: | Book |
| Language: | English |
| Subjects: | |
| Summary: |
A hands-on roadmap to using Python for artificial intelligence programming In Practical Artificial Intelligence Programming with Python: From Zero to Hero, veteran educator and photophysicist Dr. Perry Xiao delivers a thorough introduction to one of the most exciting areas of computer science in modern history. The book demystifies artificial intelligence and teaches readers its fundamentals from scratch in simple and plain language and with illustrative code examples. Divided into three parts, the author explains artificial intelligence generally, machine learning, and deep learning. It tackles a wide variety of useful topics, from classification and regression in machine learning to generative adversarial networks. He also includes: Fulsome introductions to MATLAB, Python, AI, machine learning, and deep learning Expansive discussions on supervised and unsupervised machine learning, as well as semi-supervised learning Practical AI and Python "cheat sheet" quick references This hands-on AI programming guide is perfect for anyone with a basic knowledge of programming--including familiarity with variables, arrays, loops, if-else statements, and file input and output--who seeks to understand foundational concepts in AI and AI development. |
| Item Description: | Includes index. |
| Carrier Form: | xxix, 681 pages : illustrations, forms ; 24 cm |
| ISBN: |
9781119820864 1119820863 |
| Index Number: | QA76 |
| CLC: | TP312PY |
| Call Number: | TP312PY/X6 |
| Contents: | Part I--Introduction -- Chapter 1: Introduction to AI -- Chapter 2: AI Development Tools -- Part II--Machine Learning and Deep Learning -- Chapter 3: Machine Learning -- Chapter 4: Deep Learning -- Part III--AI Applications -- Chapter 5: Image Classification -- Chapter 6: Face Detection and Face Recognition -- Chapter 7: Object Detections and Image Segmentations -- Chapter 8: Pose Detection -- Chapter 9: GAN and Neural-Style Transfer -- Chapter 10: Natural Language Processing -- Chapter 11: Data Analysis -- Chapter 12: Advanced AI Computing. |